import importlib
import json
import os
import sys
import tempfile
import unittest
from pathlib import Path

import transformers
import transformers.models.auto
from transformers.models.auto.configuration_auto import CONFIG_MAPPING, AutoConfig
from transformers.models.bert.configuration_bert import BertConfig
from transformers.models.roberta.configuration_roberta import RobertaConfig
from transformers.testing_utils import DUMMY_UNKNOWN_IDENTIFIER, get_tests_dir


sys.path.append(str(Path(__file__).parent.parent.parent.parent / '''utils'''))

from test_module.custom_configuration import CustomConfig  # noqa E402


lowerCamelCase__  =					get_tests_dir('''fixtures/dummy-config.json''')




class 					_UpperCAmelCase			(     unittest.TestCase  ):



 '''simple docstring'''




 def 		__UpperCAmelCase				(		self				:   Optional[Any])						->	Optional[Any]:


   """simple docstring"""







   _UpperCamelCase           =    0







 def 		__UpperCAmelCase				(		self				:   Optional[int])						->	Tuple:


   """simple docstring"""







   self.assertIsNotNone(transformers.models.auto.__spec__)
   self.assertIsNotNone(importlib.util.find_spec("transformers.models.auto"))







 def 		__UpperCAmelCase				(		self				:   Union[str, Any])						->	Optional[Any]:


   """simple docstring"""







   _UpperCamelCase           =    AutoConfig.from_pretrained("bert-base-uncased")
   self.assertIsInstance(lowercase_							, lowercase_)







 def 		__UpperCAmelCase				(		self				:   Optional[Any])						->	str:


   """simple docstring"""







   _UpperCamelCase           =    AutoConfig.from_pretrained(lowercase_)
   self.assertIsInstance(lowercase_							, lowercase_)







 def 		__UpperCAmelCase				(		self				:   List[str])						->	Tuple:


   """simple docstring"""







   _UpperCamelCase           =    AutoConfig.from_pretrained(lowercase_)
   self.assertIsInstance(lowercase_							, lowercase_)







 def 		__UpperCAmelCase				(		self				:   Optional[Any])						->	str:


   """simple docstring"""







   _UpperCamelCase           =    AutoConfig.for_model("roberta")
   self.assertIsInstance(lowercase_							, lowercase_)







 def 		__UpperCAmelCase				(		self				:   Union[str, Any])						->	Union[str, Any]:


   """simple docstring"""







   with tempfile.TemporaryDirectory() as tmp_dir:
     # This model name contains bert and roberta, but roberta ends up being picked.
     _UpperCamelCase           =    os.path.join(lowercase_							, "fake-roberta")
     os.makedirs(lowercase_							, exist_ok=lowercase_)
     with open(os.path.join(lowercase_							, "config.json")							, "w") as f:
       f.write(json.dumps({}))
     _UpperCamelCase           =    AutoConfig.from_pretrained(lowercase_)
     self.assertEqual(type(lowercase_)							, lowercase_)







 def 		__UpperCAmelCase				(		self				:   Union[str, Any])						->	List[str]:


   """simple docstring"""







   try:
     AutoConfig.register("custom"							, lowercase_)
     # Wrong model type will raise an error
     with self.assertRaises(lowercase_):
       AutoConfig.register("model"							, lowercase_)
     # Trying to register something existing in the Transformers library will raise an error
     with self.assertRaises(lowercase_):
       AutoConfig.register("bert"							, lowercase_)

     # Now that the config is registered, it can be used as any other config with the auto-API
     _UpperCamelCase           =    CustomConfig()
     with tempfile.TemporaryDirectory() as tmp_dir:
       config.save_pretrained(lowercase_)
       _UpperCamelCase           =    AutoConfig.from_pretrained(lowercase_)
       self.assertIsInstance(lowercase_							, lowercase_)

   finally:
     if "custom" in CONFIG_MAPPING._extra_content:
       del CONFIG_MAPPING._extra_content["custom"]







 def 		__UpperCAmelCase				(		self				:   Dict)						->	Optional[int]:


   """simple docstring"""







   with self.assertRaisesRegex(
       lowercase_							, "bert-base is not a local folder and is not a valid model identifier"):
     _UpperCamelCase           =    AutoConfig.from_pretrained("bert-base")







 def 		__UpperCAmelCase				(		self				:   Tuple)						->	Optional[int]:


   """simple docstring"""







   with self.assertRaisesRegex(
       lowercase_							, R"aaaaaa is not a valid git identifier \(branch name, tag name or commit id\)"):
     _UpperCamelCase           =    AutoConfig.from_pretrained(lowercase_							, revision="aaaaaa")







 def 		__UpperCAmelCase				(		self				:   Union[str, Any])						->	str:


   """simple docstring"""







   with self.assertRaisesRegex(
       lowercase_							, "hf-internal-testing/no-config-test-repo does not appear to have a file named config.json."							, ):
     _UpperCamelCase           =    AutoConfig.from_pretrained("hf-internal-testing/no-config-test-repo")







 def 		__UpperCAmelCase				(		self				:   Optional[Any])						->	Any:


   """simple docstring"""







   with self.assertRaises(lowercase_):
     _UpperCamelCase           =    AutoConfig.from_pretrained("hf-internal-testing/test_dynamic_model")
   # If remote code is disabled, we can't load this config.
   with self.assertRaises(lowercase_):
     _UpperCamelCase           =    AutoConfig.from_pretrained("hf-internal-testing/test_dynamic_model"							, trust_remote_code=lowercase_)

   _UpperCamelCase           =    AutoConfig.from_pretrained("hf-internal-testing/test_dynamic_model"							, trust_remote_code=lowercase_)
   self.assertEqual(config.__class__.__name__							, "NewModelConfig")

   # Test config can be reloaded.
   with tempfile.TemporaryDirectory() as tmp_dir:
     config.save_pretrained(lowercase_)
     _UpperCamelCase           =    AutoConfig.from_pretrained(lowercase_							, trust_remote_code=lowercase_)
   self.assertEqual(reloaded_config.__class__.__name__							, "NewModelConfig")







 def 		__UpperCAmelCase				(		self				:   Dict)						->	Tuple:


   """simple docstring"""







   class 					_UpperCAmelCase			(     lowerCAmelCase  ):



    '''simple docstring'''




    __A			       =					'''new-model'''

   try:
     AutoConfig.register("new-model"							, lowercase_)
     # If remote code is not set, the default is to use local
     _UpperCamelCase           =    AutoConfig.from_pretrained("hf-internal-testing/test_dynamic_model")
     self.assertEqual(config.__class__.__name__							, "NewModelConfigLocal")

     # If remote code is disabled, we load the local one.
     _UpperCamelCase           =    AutoConfig.from_pretrained("hf-internal-testing/test_dynamic_model"							, trust_remote_code=lowercase_)
     self.assertEqual(config.__class__.__name__							, "NewModelConfigLocal")

     # If remote is enabled, we load from the Hub
     _UpperCamelCase           =    AutoConfig.from_pretrained("hf-internal-testing/test_dynamic_model"							, trust_remote_code=lowercase_)
     self.assertEqual(config.__class__.__name__							, "NewModelConfig")

   finally:
     if "new-model" in CONFIG_MAPPING._extra_content:
       del CONFIG_MAPPING._extra_content["new-model"]





from typing import Optional
from urllib.parse import quote

import huggingface_hub as hfh
from packaging import version


def 				lowerCAmelCase__       (			a__    ,     a__    ,     a__ = None )      ->str:




  '''simple docstring'''

  if version.parse(hfh.__version__ ).release < version.parse("0.11.0" ).release:
    # old versions of hfh don't url-encode the file path
    _UpperCamelCase           =    quote(a__ )
  return hfh.hf_hub_url(a__    ,     a__    ,     repo_type="dataset"    ,     revision=a__ )




